Unifying Human and Statistical Evaluation for Natural Language Generation. - Tatsunori B. Hashimoto; Hugh Zhang; Percy Liang (NAACL-HLT (1), 2019)

Trading Off Diversity and Quality in Natural Language Generation. - Hugh Zhang; Daniel Duckworth; Daphne Ippolito; Arvind Neelakantan (CoRR, 2020)

Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization. - Hugh Zhang; Adam Lerer; Noam Brown (AAAI, 2022)

A Simple Adaptive Procedure Converging to Forgiving Correlated Equilibria. - Hugh Zhang (CoRR, 2022)

No-regret Learning Dynamics for Sequential Correlated Equilibria. - Hugh Zhang (AAMAS, 2023)

Chain-of-Thought Reasoning is a Policy Improvement Operator. - Hugh Zhang; David C. Parkes (CoRR, 2023)

Q-Probe: A Lightweight Approach to Reward Maximization for Language Models. - Kenneth Li 002; Samy Jelassi; Hugh Zhang; Sham M. Kakade; Martin Wattenberg; David Brandfonbrener (ICML, 2024)

Learning Goal-Conditioned Representations for Language Reward Models. - Vaskar Nath; Dylan Slack; Jeff Da; Yuntao Ma; Hugh Zhang; Spencer Whitehead; Sean Hendryx (NeurIPS, 2024)

A Careful Examination of Large Language Model Performance on Grade School Arithmetic. - Hugh Zhang; Jeff Da; Dean Lee; Vaughn Robinson; Catherine Wu; William Song; Tiffany Zhao; Pranav Raja; Charlotte Zhuang; Dylan Slack; Qin Lyu; Sean Hendryx; et al. (NeurIPS, 2024)

Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization. - Luca D'Amico-Wong; Hugh Zhang; Marc Lanctot; David C. Parkes (CoRR, 2024)

A Careful Examination of Large Language Model Performance on Grade School Arithmetic. - Hugh Zhang; Jeff Da; Dean Lee; Vaughn Robinson; Catherine Wu; Will Song; Tiffany Zhao; Pranav Raja; Dylan Slack; Qin Lyu; Sean Hendryx; Russell Kaplan; et al. (CoRR, 2024)

NATURAL PLAN: Benchmarking LLMs on Natural Language Planning. - Huaixiu Steven Zheng; Swaroop Mishra; Hugh Zhang; Xinyun Chen; Minmin Chen; Azade Nova; Le Hou; Heng-Tze Cheng; Quoc V. Le; Ed H. Chi; Denny Zhou (CoRR, 2024)

LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet. - Nathaniel Li; Ziwen Han; Ian Steneker; Willow Primack; Riley Goodside; Hugh Zhang; Zifan Wang 001; Cristina Menghini; Summer Yue (CoRR, 2024)

Planning In Natural Language Improves LLM Search For Code Generation. - Evan Z. Wang; Federico Cassano; Catherine Wu; Yunfeng Bai; Will Song; Vaskar Nath; Ziwen Han; Sean Hendryx; Summer Yue; Hugh Zhang (CoRR, 2024)

Planning in Natural Language Improves LLM Search for Code Generation. - Evan Z. Wang; Federico Cassano; Catherine Wu; Yunfeng Bai; William Song; Vaskar Nath; Ziwen Han; Sean M. Hendryx; Summer Yue; Hugh Zhang (ICLR, 2025)

Humanity's Last Exam. - Long Phan; Alice Gatti; Ziwen Han; Nathaniel Li; Josephina Hu; Hugh Zhang; Sean Shi; Michael Choi; Anish Agrawal; Arnav Chopra; Adam Khoja; Ryan Kim; et al. (CoRR, 2025)